Method of image compression using PCNN and run-length encoding

doi:10.3778/j.issn.1002-8331.2008.20.059

Computer Engineering and Applications ›› 2008, Vol. 44 ›› Issue (20): 196-197.DOI: 10.3778/j.issn.1002-8331.2008.20.059

• 图形、图像、模式识别 • Previous Articles Next Articles

Method of image compression using PCNN and run-length encoding

RUAN Bai-yao,CHEN Wei-feng,ZHANG Xin-yi

Information School of Wuyi University，Jiangmen，Guangdong 529020，China

Received:2007-10-10 Revised:2008-01-21 Online:2008-07-11 Published:2008-07-11
Contact: RUAN Bai-yao

PCNN与行程编码结合的图像压缩方法

阮柏尧,陈伟峰,张歆奕

五邑大学信息学院，广东江门 529020

通讯作者: 阮柏尧

Abstract

Abstract: Run-Length Encoding（RLE） is a simple method of image compression based on wordbook，yet it is inefficient on the compression of some specific images.In this paper，a new method of image compression using PCNN and RLE is put forward to overcome the limitation of RLE.The results of experiment show that the new method is efficient on different kinds of image compression.

Key words: Pulse Coupled Neural Network（PCNN）, Run-Length Encode（RLE）, image compression

摘要： 行程编码是一种简单的基于字典的图像压缩技术，但它本身存在着对某类图像不能有效压缩的缺陷。提出了一种由PCNN和行程编码结合的图像压缩方法，来克服行程编码的缺陷。实验表明，PCNN和行程编码结合的图像压缩方法对不同的图像都能进行有效的压缩。

关键词: 脉冲耦合神经网络, 行程编码, 图像压缩

RUAN Bai-yao,CHEN Wei-feng,ZHANG Xin-yi. Method of image compression using PCNN and run-length encoding[J]. Computer Engineering and Applications, 2008, 44(20): 196-197.

阮柏尧,陈伟峰,张歆奕. PCNN与行程编码结合的图像压缩方法[J]. 计算机工程与应用, 2008, 44(20): 196-197.

[1]	YU Heng, MEI Hongyan, XU Xiaoming, JIA Huiping. Survey of Image Compression Algorithm Based on Deep Learning [J]. Computer Engineering and Applications, 2020, 56(15): 15-23.
[2]	WANG Lie, LUO Wen, CHEN Junhong, QIN Weimeng. Fusion of infrared and visible images based on adaptive PCNN and information extraction [J]. Computer Engineering and Applications, 2018, 54(4): 192-198.
[3]	DING Xuemei, LI Weixiang, MAO Xiangyu. Retinal image segmentation based on PCNN and adaptive distributed genetic algorithm [J]. Computer Engineering and Applications, 2018, 54(21): 201-207.
[4]	LI Gaoping, LIU Li. Fast fractal encoding algorithm based on image sub-block feature matching [J]. Computer Engineering and Applications, 2017, 53(1): 195-200.
[5]	YANG Xue, LIU Tianshi, LI Xiangjuan. Study on image enhancement algorithm merged wavelet transform and improved PCNN [J]. Computer Engineering and Applications, 2016, 52(8): 163-168.
[6]	SONG Jianhui, GAN Jing, LIU Yanju. Infrared and visible image fusion based on PCNN and region characters [J]. Computer Engineering and Applications, 2016, 52(8): 186-190.
[7]	ZHOU Feifei, CHEN Jianming, ZHANG Jingjing. Wavelet prediction coding based on local entropy minimum [J]. Computer Engineering and Applications, 2016, 52(22): 203-207.
[8]	LIN Jun, LIU Long, GU Bing. Research on evaluation function of path optimization search using PCNN [J]. Computer Engineering and Applications, 2016, 52(1): 151-156.
[9]	LIAO Yong1，2, HUANG Wenlong3, SHANG Lin4, LI Peng3. Image fusion based on Shearlet and improved PCNN [J]. Computer Engineering and Applications, 2014, 50(2): 142-146.
[10]	YANG Xinhua1，2, ZHAI Yifei1. Image enhancement based on tetrolet transform and PCNN [J]. Computer Engineering and Applications, 2014, 50(19): 178-181.
[11]	HAN Xiaoyan. Network traffic prediction algorithm based on PCNN of wavelet transform [J]. Computer Engineering and Applications, 2014, 50(16): 77-80.
[12]	ZHOU Feifei. Wavelet prediction coding based on trinary representation [J]. Computer Engineering and Applications, 2013, 49(9): 156-159.
[13]	ZHANG Jia, ZHAO Fengqun, DAI Fang, ZUO Tao. Image coding based on wavelet and KPD [J]. Computer Engineering and Applications, 2013, 49(9): 160-163.
[14]	LI Gaoping, YANG Jun, CHEN Yihong. Fast fractal image encoding algorithm based on improved moment of inertia feature [J]. Computer Engineering and Applications, 2013, 49(24): 144-148.
[15]	CHU Jing, XU Ancheng, ZHANG Meifeng. Image compression algorithm based on discrete wavelet transform and least square support vector machines [J]. Computer Engineering and Applications, 2013, 49(14): 156-159.

Method of image compression using PCNN and run-length encoding

PCNN与行程编码结合的图像压缩方法

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics